CreateModel

Create new model

Syntax

ModelObj = mbcmodel.CreateModel(Type,Inputs)

ModelObj = CreateModel(Model,Type)

Description

ModelObj = mbcmodel.CreateModel(Type,Inputs) creates an ModelObj object of the specified Type.

ModelObj = CreateModel(Model,Type) creates a new model (of the specified Type) with the same inputs as an existing Model, where Model is a ModelObj object.

Examples

Create Hybrid Spline

Create a hybrid spline with four input factors.

M = mbcmodel.CreateModel('Hybrid Spline', 4)

Create RBF

Create an RBF with four input factors.

Inputs = mbcmodel.modelinput('Symbol',{'N','L','EXH','INT'}',...
   'Name',{'ENGSPEED','LOAD','EXHCAM','INTCAM'}',...
   'Range',{[800 5000],[0.1 1],[-5 50],[-5 50]}');

RBFModel = mbcmodel.CreateModel( 'RBF', Inputs);

Create Polynomial

Create a polynomial with the same input factors as the previously created RBF.

PolyModel = CreateModel(RBFModel,'Polynomial')

Input Arguments

Type — Type of model

vector

Type of model objects.

Note

Spaces and case in model Type are ignored.

The model type must be one in this table.

Type	Model Object
Polynomial	mbcmodel.linearmodel
Hybrid Spline	mbcmodel.linearmodel
RBF	mbcmodel.linearmodel
Hybrid RBF	mbcmodel.linearmodel
Polynomial-RBF	mbcmodel.linearmodel
Hybrid Spline-RBF	mbcmodel.linearmodel
Gaussian Process	mbcmodel.model
Free Knot Spline	mbcmodel.model
Transient	mbcmodel.model
User-Defined	mbcmodel.model
Neural Network	mbcmodel.model
Interpolating RBF	mbcmodel.model
Local Polynomial Spline	mbcmodel.localmodel
Local Polynomial with Datum	mbcmodel.localmodel
Local Polynomial	mbcmodel.localmodel
Local Hybrid Spline	mbcmodel.localmodel
Local Truncated Power Series	mbcmodel.localmodel
Local Free Knot Spline	mbcmodel.localmodel
Local Multiple Models	mbcmodel.localmodel
Local Growth	mbcmodel.localmodel
Local User-Defined	mbcmodel.localmodel
Local Transient	mbcmodel.localmodel
Local Average Fit	mbcmodel.localmodel

Data Types: char | string

Inputs — Model input

mbcmodel.modelinput object

Model input, specified as an mbcmodel.modelinput object.

Model — Model object

mbcmodel.model object

Model object.

An existing ModelObj object.

Output Arguments

ModelObj — Model object

mbcmodel.model object

Model created by CreateModel, returned as a model object.

Version History

Introduced in R2007a